DeepGuide for DeepSeek

A Prequel to Data Mesh
My version to justify the existence of Data Mesh
28156Murphy2025-03-22
LLM and GNN: How to Improve Reasoning of Both AI Systems on Graph Data
Artificial intelligence software was used to enhance the grammar, flow, and readability of this article's text.
20611Murphy2025-03-22
Understanding Predictive Maintenance - Wave Data: Feature Engineering (Part 2 Spectral)
Feature Engineering of spectral data
20302Murphy2025-03-22
A Requiem for the Transformer?
Will be the transformer the model leading us to artificial general intelligence? Or will be replaced?
29132Murphy2025-03-22
Courage to Learn ML: Decoding Likelihood, MLE, and MAP
With A Tail of Cat Food Preferences
27597Murphy2025-03-22
Please Use Streaming Workload to Benchmark Vector Databases
Why static workload is insufficient and what I learned by comparing HNSWLIB and DiskANN using streaming workload
26080Murphy2025-03-22
Decoding LLMs: Creating Transformer Encoders and Multi-Head Attention Layers in Python from Scratch
Exploring the intricacies of encoder, multi-head attention, and positional encoding in large language models
28513Murphy2025-03-22
Programming Apple GPUs through Go and Metal Shading Language
Investigating Go, Cgo, Metal Shading Language, Metal Performance Shaders, and benchmarking different approaches to matrix multiplication
26623Murphy2025-03-22
Particle Swarm Optimization - Search Procedure Visualized
Humans like to mimic many things in nature. We mimic frogs in swimming. We mimic birds by installing wings on planes to provide lift. We mimic the crane/ snake/ mantis in martial arts. We mimic termites to build structures with efficient temperature contr
23462Murphy2025-03-22
The New Generative AI Function in BigQuery
How to use BigQuery GENERATE_TEXT remote function
26845Murphy2025-03-22
Metal Programming in Julia
Leveraging the power of macOS GPUs with the Metal.jl Framework.
30184Murphy2025-03-22
Quantifying Transportation Patterns Using GTFS Data
In this article, I explore the public transport systems of four selected cities relying on General Transit Feed Specification and various tools of spatial data science. I picked four cities in this notebook, Budapest, Berlin, Stockholm, and Toronto, to ov
29796Murphy2025-03-22
Level Up Your Data Storytelling with Animated Bar Charts in Plotly
Transforming static plots into captivating narratives
22169Murphy2025-03-22
Almost Everything You Want to Know About Partition Size of Dask Dataframes
And how to utilize it effectively in XGBoost model
23162Murphy2025-03-22
Regularization In Neural Networks
How to avoid overfitting whilst training your neural network
30048Murphy2025-03-22
Sklearn Tutorial: Module 3
I took the official sklearn MOOC tutorial. Here are my takeaways.
22853Murphy2025-03-22
If You See Life as a Game, You Better Know How to Play It
How Game Theory can help you with every day's decisions
27558Murphy2025-03-22
On Data-Driven Equation Discovery
An overview of machine learning based system identification methods
27081Murphy2025-03-22
34% faster Integer to String conversion algorithm
Are we printing integers fast enough?
22761Murphy2025-03-22
A Marriage of Machine Learning and Optimization Algorithms
How pattern detection and pattern exploitation might elevate each other to a new level
28723Murphy2025-03-22

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Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features

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